I Built Python Algo Trading Bot That Analyze & Trades Automatically | Machine Learning + Zerodha API
🚀 I built a semi-automated Python Algo Trading Bot that connects to my Zerodha account and trades intelligently — using live market data, technical indicators, and machine learning!
💻 What this bot does:
1️⃣ Fetches live market data (LTP, OHLV) via Zerodha API
2️⃣ Calculates RSI, MACD, Moving Averages, Bollinger Bands & Volume Breakouts
3️⃣ Trains a Random Forest ML model on live data to predict short-term price movements
4️⃣ Generates Buy/Sell signals automatically
5️⃣ Executes trades directly using Zerodha API (click-to-run automation)
⚙️ Tools & Tech:
Python 🐍
Pandas, Numpy, Scikit-learn
Zerodha KiteConnect API
Matplotlib for visualization
🎯 This project shows how you can combine Data Science, Technical Analysis & Algo Trading to automate your trading strategy.
👇 Subscribe for more on:
#AlgoTrading #PythonTradingBot #Zerodha #MachineLearning #Finance #TradingAutomation
📬 Follow me on:
🔗 LinkedIn: www.linkedin.com/in/saikumrb